Wie is wie
Katja Verbeeck
Profiel
Hoofd werkplek
Technologiecampus Gent
Gebroeders De Smetstraat 1
9000 Gent
9000 Gent
Lokaal D031
Contactgegevens
- katja.verbeeck@odisee.be
- Phone
- 09 - 331 65 80
Werkplekken
Rollen & functies
- Lid onderwijsteam Elektronica-ICT - Technologiecampus Gent
- Lid kernteam Elektronica-ICT - Technologiecampus Gent
Publicaties
Publications - results
This information is based on the Lirias data. For more information go to lirias (opens in a new window)
Andere
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BNAIC 2011 Programme (opens in a new window)De Causmaecker, Patrick (Editor) $$Q De Causmaecker, Patrick ; Maervoet, Joris (Editor) $$Q Maervoet, Joris ; Messelis, Tommy (Editor) $$Q Messelis, Tommy ; Verbeeck, Katja (Editor) $$Q Verbeeck, Katja ; Wauters, Tony (Editor) $$Q Wauters, Tony
Abstracts/Presentations/Posters
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Measuring social succes @ growfunding.be (opens in a new window)3rd ECN CrowdCamp “The European Dimension of Civic Crowdfunding”, Date: 2018/06/28 - 2018/06/29, Location: Bologna, Italy
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Measuring social succes @ growfunding.be (opens in a new window)Smart Cities Chair : Local Exconomy in a Smart City Context, Date: 2018/06/07 - 2018/06/07, Location: SMIT Lab - Vrije Universiteit Brussel
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Measuring social succes @ growfunding.be (opens in a new window)Mediawijsheid : Bubbels en babbels 2018: impact, financiering en haatspraak aanpakken, Date: 2018/02/06 - 2018/02/06, Location: Mediawijsheid @ BeCentral Cantersteen 12, Brussel
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Measuring social succes @ growfunding.be (opens in a new window)The Civic Crowdfunding City, Date: 2018/01/18 - 2018/01/18, Location: Beursschouwburg, 20-28, Rue Auguste Orts, Brussels
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A decentralized multi-project approach (opens in a new window)International Conference on Project Management and Scheduling, Date: 2012/04/01 - 2012/04/04, Location: Leuven
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Design Principles and Performance Analysis of a Selection Hyper-heuristic across Multiple Problem Domains (opens in a new window)the 26th Belgian Conference on Operations Research (ORBEL12), Date: 2012/02/02 - 2012/02/03, Location: Brussels, Belgium
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A New Hyper-heuristic Implementation in HyFlex: a Study on Generality (opens in a new window)the 23rd Benelux Conference on Artificial Intelligence (BNAIC11), Date: 2011/11/03 - 2011/11/04, Location: Gent, Belgium
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An adaptive hyper-heuristic for CHeSC 2011 (opens in a new window)OR53 Annual Conference, Date: 2011/09/06 - 2011/09/08, Location: Nottingham, UK
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Design of a generic selection hyper-heuristic (opens in a new window)the 25th Annual Conference of the Belgian Operations Research Society (ORBEL), Date: 2011/02/10 - 2011/02/11, Location: Ghent
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Production scheduling for the food industry: An integrated approach (opens in a new window)ORBEL, Date: 2011/02/10 - 2011/02/11, Location: Ghent, Belgium
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Learning agents for the multi-mode project scheduling problem (opens in a new window)BNAIC, Date: 2010/10/25 - 2010/10/26, Location: Luxembourg
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Scalable decentralised approaches for job shop scheduling (opens in a new window)EUROXXIV, Date: 2010/07/11 - 2010/07/14, Location: Lisbon
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Carebook: Assisting elderly people by social networking (opens in a new window)ITEC2010, Date: 2010/05/25 - 2010/05/27, Location: Kortrijk
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Reinforcement learning approaches for the parallel machines job shop scheduling problem (opens in a new window)International conference on interdisciplinary research on technology, education and communication, Date: 2010/05/25 - 2010/05/27, Location: Kortrijk
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Taking turns in general sum Markov games (opens in a new window)AAMAS, Date: 2010/05/10 - 2010/05/14, Location: Torronto
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A game theoretic approach to decentralized multi-project scheduling (Extended abstract) (opens in a new window)Autonomous Agents and Multiagent Systems, Date: 2010/05/10 - 2010/05/14, Location: Toronto, Canada
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Hyper-heuristics Learning a Varying Set of Low-level Heuristics (opens in a new window)the 24th Belgian Conference on Operations Research, Date: 2010/01/28 - 2010/01/29, Location: Liege
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A hybrid learning and combinatorial optimization approach for automotive maintenance scheduling (opens in a new window)ORBEL, Date: 2010/01/28 - 2010/01/29, Location: Liege
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A Hyper-heuristic Approach to the Home Care Scheduling Problem (opens in a new window)the 14th Belgian-French-German Conference on Optimization (BFG'09), Date: 2009/09/14 - 2009/09/18, Location: Leuven,Belgium
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A New Learning Hyper-heuristic for the Traveling Tournament Problem (opens in a new window)the 8th Metaheuristic International Conference (MIC'09), Date: 2009/07/13 - 2009/07/16, Location: Hamburg,Germany
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A Hyper-heuristic Approach to the Patient Admission Scheduling Problem (opens in a new window)the 35th International Conference of Operational Research Applied to Health Services (ORAHS'09), Date: 2009/07/12 - 2009/07/17, Location: Leuven,Belgium
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A hyper-heuristic approach to the patient admission scheduling problem (opens in a new window)ORAHS, Date: 2009/07/12 - 2009/07/17, Location: Leuven
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A sensor middleware and agent-based communication platform for supply-chain management (opens in a new window)AAMAS09, Date: 2009/05/10 - 2009/05/15, Location: Budapest
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Learning automata for hyperheuristic selection (opens in a new window)ORBEL, Date: 2009/02/05 - 2009/02/06, Location: Leuven
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Hyper-heuristics: Raising the Level of Generality (opens in a new window)the 23rd Belgian Conference on Operations Research (ORBEL'09), Date: 2009/02/05 - 2009/02/06, Location: Leuven,Belgium
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A Learning Metaheuristic for the Multi Mode Resource Constrained Project Scheduling Problem (opens in a new window)Learning and Intelligent OptimizatioN, Date: 2009/01/14 - 2009/01/18, Location: Trento (Italy)
Journal articles
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A learning-based optimization approach to multi-project scheduling (opens in a new window)Journal of Scheduling; 2015; Vol. 18; iss. 1; pp. 61 - 74
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An investigation on the generality level of selection hyper-heuristics under different empirical conditions (opens in a new window)Applied Soft Computing; 2013; Vol. 13; iss. 7; pp. 3335 - 3353
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Boosting Metaheuristic Search Using Reinforcement Learning (opens in a new window)Studies in Computational Intelligence; 2013; Vol. 434; pp. 433 - 452
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A New Hyper-heuristic as a General Problem Solver: an Implementation in HyFlex (opens in a new window)Journal of Scheduling; 2013; Vol. 16; iss. 3; pp. 291 - 311
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Real-world production scheduling for the food industry: an integrated approach (opens in a new window)Engineering Applications of Artificial Intelligence; 2012; Vol. 25; iss. 2; pp. 222 - 228
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Learning agents for the multi-mode project scheduling problem (opens in a new window)Journal of the Operational Research Society; 2011; Vol. 62; iss. 2; pp. 281 - 290
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Analyzing the dynamics of stigmergetic interactions through pheromone games (opens in a new window)Theoretical Computer Science; 2010; Vol. 411; iss. 21; pp. 2116 - 2126
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Decentralized learning in Markov games (opens in a new window)IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics; 2008; Vol. 38; iss. 4; pp. 976 - 981
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Fairness in multi-agent systems (opens in a new window)The Knowledge Engineering Review; 2008; Vol. 23; iss. 2; pp. 153 - 180
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Exploring selfish reinforcement learning in repeated games with stochastic rewards (opens in a new window)Autonomous Agents and Multi-agent Systems; 2007; Vol. 14; iss. 3; pp. 239 - 269
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Colonies of learning automata (opens in a new window)IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics; 2002; Vol. 32; iss. 6; pp. 772 - 780
Conference proceedings (peer reviewed)
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Tour Suggestion for Outdoor Activities (opens in a new window)Lecture Notes in Computer Science; 2013; Vol. 7820; pp. 54 - 63W2GIS 2013, Date: 2013/04/04 - 2013/04/05, Location: Banff, AB, Canada
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The Effect of the Set of Low-level Heuristics on the Performance of Selection Hyper-heuristics (opens in a new window)the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12); 2012; Vol. 7492; iss. PART 2; pp. 408 - 417the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12), Date: 2012/09/01 - 2012/09/05, Location: Taormina, Italy
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Fast permutation learning (opens in a new window)LION 6 proceedings; 2012; Vol. 7219 LNCS; pp. 292 - 306Learning and Intelligent OptimizatioN Conference, Date: 2012/01/16 - 2012/01/20, Location: Paris, France
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An Intelligent Hyper-heuristic Framework for CHeSC 2011 (opens in a new window)the 6th Learning and Intelligent OptimizatioN Conference (LION12); 2012; Vol. 7219 LNCS; pp. 461 - 466the 6th Learning and Intelligent OptimizatioN Conference (LION12), Date: 2012/01/16 - 2012/01/20, Location: Paris, France
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Extracting emotions out of twitter's microblogs (opens in a new window)Proceedings of BNAIC 2011; 2011; pp. 304 - 311BNAIC, Date: 2011/11/03 - 2011/11/04, Location: Gent
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Security personnel routing and rostering: a hyper-heuristic approach (opens in a new window)Proceedings of the 3rd International Conference on Applied Operational Research; 2011; Vol. 3; pp. 193 - 205the 3rd International Conference on Applied Operational Research (ICAOR'11), Date: 2011/08/24 - 2011/08/26, Location: Istanbul, Turkey
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A new hyper-heuristic implementation in HyFlex: a study on generality (opens in a new window)Proceedings of the 5th Multidisciplinary International Scheduling Conference: Theory & Application; 2011; pp. 374 - 393the 5th Multidisciplinary International Scheduling Conference: Theory & Applications (MISTA'11), Date: 2011/08/09 - 2011/08/12, Location: Phoenix/Arizona, USA
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A selection hyper-heuristic for scheduling deliveries of ready-mixed concrete (opens in a new window)Proceedings of the 9th Metaheuristics International Conference; 2011; pp. 289 - 298Metaheuristics International Conference 2011 (MIC2011), Date: 2011/07/25 - 2011/07/28, Location: Udine, Italy
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Learning to take turns (opens in a new window)Proceedings of the Adaptive and Learning Agents Workshop, ALA 2010 - In Conjunction with the 9th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2010; 2010; pp. 1 - 7
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Road Network Hierarchy Generation by Distributed Agents for a Routing Application (opens in a new window)Proceedings of BNAIC 2010; 2010Benelux Conference on Artificial Intelligence, Date: 2010/10/25 - 2010/10/26, Location: Luxembourg
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NuCiA - Nurse call simulation in agent environments (opens in a new window)Proceedings of the 2010 European Simulation and Modelling Conference; 2010; pp. 276 - 279European Simulation and Modelling Conference, Date: 2010/10/25 - 2010/10/27, Location: Hasselt
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Adaptive methods for flexible job shop scheduling with due-dates, release-dates and machine perturbations (opens in a new window)International Conference on Parallel Problem Solving From Nature, Workshop on Self-tuning, self-configuring and self-generating search heuristics (Self* 2010), Date: 2010/09/11 - 2010/09/15, Location: Krakow, Poland
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Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem (opens in a new window)IEEE Proceedings of the 2010 world conference on computational intelligence - WCCI 2010, Congress on evolutionary computation CEC 2010; 2010; pp. 2875 - 2882Congress on evolutionary computation, Date: 2010/07/18 - 2010/07/23, Location: Barcelona, Spain
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Multi-Agent Based Simulation for Boarding (opens in a new window)The 21st Belgian- Netherlands Conference on Artificial Intelligence; 2009; pp. 3 - 10BNAIC, Date: 2009/10/29 - 2009/10/30, Location: Eindhoven
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A multi-agent learning approach for the multi-mode resource-constrained project scheduling problem (opens in a new window)Proc. of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2009); 2009; pp. 1 - 8Autonomous Agents and Multiagent Systems, Date: 2009/05/10 - 2009/05/15, Location: Hungary
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A sensor middleware and agent-based communication platform for supply-chain management (opens in a new window)Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; 2009; Vol. 2; pp. 1437 - 1438
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Decentralized learning in markov games (opens in a new window)Belgian/Netherlands Artificial Intelligence Conference; 2008; pp. 375 - 376
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Solving multi-stage games with hierarchical learning automata that bootstrap (opens in a new window)Adaptive agents and multi-agent systems; 2008; Vol. 4865; pp. 169 - 1877th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007, Date: 2007/01/01, Location: Maastricht, NETHERLANDS
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Coordinated exploration in conflicting multi-stage games (opens in a new window)Knowledge-based intelligent information and engineering systems, pt 2, proceedings; 2008; Vol. 5178; iss. PART 2; pp. 391 - 40212th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008, Date: 2008/09/03 - 2008/09/05, Location: Zagreb, CROATIA
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A learning automata approach to multi-agent policy gradient learning (opens in a new window)Knowledge-based intelligent information and engineering systems, pt 2, proceedings; 2008; Vol. 5178; iss. PART 2; pp. 379 - 39012th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008, Date: 2008/09/03 - 2008/09/05, Location: Zagreb, CROATIA
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Networks of learning automata and limiting games (opens in a new window)Adaptive agents and multi-agent systems; 2008; Vol. 4865; pp. 224 - 2387th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007, Date: 2007/01/01, Location: Maastricht, NETHERLANDS
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Priority awareness: Towards a computational model of human fairness for multi-agent systems (opens in a new window)Adaptive agents and multi-agent systems; 2008; Vol. 4865; pp. 117 - 1287th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007, Date: 2007/01/01, Location: Maastricht, NETHERLANDS
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Dynamic scheduling of multi-media streams in home automation systems (opens in a new window)Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; 2008; Vol. 3; pp. 1637 - 1638
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Artificial agents learning human fairness (opens in a new window)Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; 2008; Vol. 2; pp. 845 - 852
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Optimal convergence in multi-agent MDPs (opens in a new window)Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007, Pt III, Proceedings; 2007; Vol. 4694; iss. PART 3; pp. 107 - 11411th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks Vietri sul Mare, ITALY, SEP 12-14, 2007, Date: 2007/09/12 - 2007/09/14, Location: Vietri sul Mare, ITALY
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Analyzing stigmergetic algorithms through automata games (opens in a new window)Knowledge discovery and emergent complexity in bioinformatics; 2007; Vol. 4366; pp. 145 - 1561st International Workshop on Knowledge Discovery and Emergent Complexity in Bioinformatics Ghent, BELGIUM, MAY 10, 2006, Date: 2006/05/10, Location: Ghent, BELGIUM
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The effect of bootstrapping in multi-automata reinforcement learning (opens in a new window)2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning; 2007; pp. 76 - 83IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning Honolulu, HI, APR 01-05, 2007, Date: 2007/04/01 - 2007/04/05, Location: Honolulu, HI
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Multi-agent learning dynamics: A survey (opens in a new window)Cooperative Information Agents XI, Proceedings; 2007; Vol. 4676; pp. 36 - 5611th International Workshop on Cooperative Information Agents Delft, NETHERLANDS, SEP 19-21, 2007, Date: 2007/09/19 - 2007/09/21, Location: Delft, NETHERLANDS
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Learning automata as a basis for multi agent reinforcement learning (opens in a new window)Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 2006; Vol. 3898 LNAI; pp. 71 - 85
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Learning automata as a basis for multi agent reinforcement learning (opens in a new window)Lecture Notes in Computer Science; 2006; Vol. 3898; pp. 71 - 851st International Workshop on Learning and Adaption in Multi-Agent Systems Utrecht, NETHERLANDS, JUL 25, 2005, Date: 2005/07/25, Location: Utrecht, NETHERLANDS
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Preface (opens in a new window)Belgian/Netherlands Artificial Intelligence Conference; 2005
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Coordinated exploration in multi-agent reinforcement learning: An application to load-balancing (opens in a new window)Proceedings of the International Conference on Autonomous Agents; 2005; pp. 1223 - 1224
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Multi-agent Reinforcement Learning in stochastic single and multi-stage games (opens in a new window)Lecture Notes in Computer Science; 2005; Vol. 3394; pp. 275 - 2944th Symposium on Adaptive Agents and Multi-Agent Systems Leeds, ENGLAND, MAR 29-30, 2004, Date: 2004/03/29 - 2004/03/30, Location: Leeds, ENGLAND
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Multi-agent learning in conflicting multi-level games with incomplete information (opens in a new window)AAAI Fall Symposium - Technical Report; 2004; Vol. FS-04-02; pp. 73 - 80
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Multi-type ant colony: The edge disjoint paths problem (opens in a new window)Lecture Notes in Computer Science; 2004; Vol. 3172; pp. 202 - 2134th International Workshop on Ant Colony Optimization and Swarm Intelligence Brussels, BELGIUM, SEP 05-08, 2004, Date: 2004/09/05 - 2004/09/08, Location: Brussels, BELGIUM
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Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems (opens in a new window)Scientific Programming; 2004; Vol. 12; iss. 2; pp. 71 - 79
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A Selection-Mutation Model for Q-learning in Multi-Agent Systems (opens in a new window)Proceedings of the Interantional Conference on Autonomous Agents; 2003; Vol. 2; pp. 693 - 700
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On a dynamical analysis of reinforcement learning in games: Emergence of Occam's Razor (opens in a new window)Lecture Notes in Computer Science; 2003; Vol. 2691; pp. 335 - 3443rd International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS (2003) PRAGUE, CZECH REPUBLIC, JUN 16-18, 2003, Date: 2003/06/16 - 2003/06/18, Location: PRAGUE, CZECH REPUBLIC
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Adaptive load balancing of parallel applications with reinforcement learning on heterogeneous networks (opens in a new window)Dcabes 2002, proceeding; 2002; pp. 243 - 246International Symposium on Distributed Computing and Applications to Business, Engineering and Science WUXI, PEOPLES R CHINA, DEC 16-20, 2002, Date: 2002/12/16 - 2002/12/20, Location: WUXI, PEOPLES R CHINA
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Learning to reach the Pareto optimal Nash equilibrium as a team (opens in a new window)AL 2002: ADVANCES IN ARTIFICIAL INTELLIGENCE; 2002; Vol. 2557; pp. 407 - 41815th Australian Joint Conference on Artificial Intelligence, Date: 2002/12/02 - 2002/12/06, Location: CANBERRA, AUSTRALIA
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Homo egualis reinforcement learning agents for load balancing (opens in a new window)Lecture Notes in Computer Science; 2002; Vol. 2564; pp. 81 - 911st International Workshop on Radical Agent Concepts MCLEAN, VIRGINIA, JAN 16-18, 2002, Date: 2002/01/16 - 2002/01/18, Location: MCLEAN, VIRGINIA
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Social agents playing a periodical policy (opens in a new window)Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 2001; Vol. 2167; pp. 382 - 393
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Formalizing the ant algorithms in terms of reinforcement learning (opens in a new window)ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS; 1999; Vol. 1674; pp. 616 - 6205th European Conference on Artificial Life (ECAL), Date: 1999/09/13 - 1999/09/17, Location: LAUSANNE, SWITZERLAND
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Q-learning for adaptive, load based routing. (opens in a new window)1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5; 1998; Vol. 4; pp. 3965 - 3970IEEE International Conference on Systems, Man, and Cybernetics - Intelligent Systems for Humans in a Cyberworld (SMC 98), Date: 1998/10/11 - 1998/10/14, Location: SAN DIEGO, CA
PhD Theses
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Reinforcement Learning Enhanced Heuristic Search for CombinatorialOptimizationReinforcement Learning Enhanced Heuristic Search for CombinatorialOptimization (Reinforcement Learning gebaseerde heuristieken voorcombinatorische optimalisatie) (opens in a new window)De Causmaecker, Patrick (Supervisor) $$Q De Causmaecker, Patrick ; Verbeeck, Katja (Co supervisor) $$Q Verbeeck, Katja
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Intelligent hyper-heuristics: a tool for solving generic optimisation problems (opens in a new window)De Causmaecker, Patrick (Supervisor) $$Q De Causmaecker, Patrick ; Vanden Berghe, Greet (Co supervisor) $$Q Vanden Berghe, Greet ; Verbeeck, Katja (Co supervisor) $$Q Verbeeck, Katja
Conference proceedings (not peer reviewed)
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The MESware scheduler: an adaptive production scheduling system with complex constraints (opens in a new window)Proceedings of BNAIC 2011; 2011; pp. 463 - 463BNAIC, Date: 2011/11/03 - 2011/11/04, Location: Gent, Belgium$$CISSN:$$V1568-7805$$CSCOPUSID$$V2-s2.0-84874007495
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A testbed for intelligent soccer strategies for the RoboCup.be team (opens in a new window)Proceedings of BNAIC 2010; 2010BNAIC, Date: 2010/10/25 - 2010/10/26, Location: University of Luxembourg$$CISSN:$$V1568-7805$$CSCOPUSID$$V2-s2.0-84874010696
Edited books (peer reviewed)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface (opens in a new window)$$CISBN:$$V3540330534; $$CISBN:$$V9783540330530; $$CISSN:$$V0302-9743$$CSCOPUSID$$V2-s2.0-33745586755